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Scaling Higher Education: An Entrepreneurial Approach to a Consolidating Market

Release Date: 05/12/2026

When AI Finds the Administrative Friction Higher Ed Leaders Miss

Changing Higher Ed

Most AI conversations in higher education focus on the academic side. The administrative side gets less attention and is producing the bigger near-term financial wins for institutions willing to govern the rollout. In this episode of the , speaks with , about how AI is being applied across enrollment and advancement at institutions including Empire State University, Florida Southwestern State College, and Boise State University. Drawing on his career across Blackboard, Instructure, Kaltura, and now Gravyty, Beck walks through the specific case studies behind administrative AI adoption: a...

Inside CSU’s ChatGPT Edu Rollout Across 22 Universities

Changing Higher Ed

AI implementation in higher education is often framed as a technology question. California State University treated it as with technology as the catalyst, rolling out ChatGPT Edu to 22 universities in 18 months while running the largest AI survey ever conducted at a single university system. In this episode of the , speaks with , about how the system designed and executed its generative AI implementation and what the of 94,060 respondents reveals about AI adoption, faculty engagement, and student behavior. Drawing on her work co-leading the academic side of CSU's GenAI initiative,...

AI in Higher Education: Bias, Procurement, and Human Oversight

Changing Higher Ed

At sixteen, with straight A's in math and science, Dr. Karen Panetta's school career assessment told her to sell makeup or be a cook. A male friend with lower scores got engineer or politician. No AI was involved. Just a rules-based system applying gender and biographical filters to two teenagers. That same logic now sits inside AI tools landing in admissions offices and HR systems across higher ed, with one critical difference: AI does not eliminate human bias, it removes the human accountability that used to make bias correctable. In this episode of the , speaks with , Dean of Graduate...

AI-First Business Education: How Kogod Transformed Culture, Curriculum, and Faculty Adoption

Changing Higher Ed

Most business schools are still forming committees to figure out what to do about AI. Kogod School of Business at American University formed a committee, but far from the typical higher ed standards. Leadership gave it six weeks and a five-page limit, and used the recommendation to integrate AI into every department, major, and minor. Three years later, undergraduate enrollment is up 40%, applications are up 50%, and more than 90% of faculty are using AI in the classroom. In this episode of the , speaks with returning guests , Dean of the Kogod School of Business at American University, and ,...

Closing Higher Education’s AI Readiness Gap with Human-First Transformation

Changing Higher Ed

AI adoption in higher education is moving faster than institutional change models were built to handle. Students are already using AI at high rates, while many institutions are still trying to decide where AI belongs, who should lead it, and how much change is required. In this episode of the , speaks with , serial entrepreneur and founder of , about why higher education’s traditional playbook will not work in the AI age. Drawing on her work with Fortune 500 companies and AI implementation, Barua explains why AI should be treated as institutional infrastructure, not an IT project. She...

Scaling Higher Education: An Entrepreneurial Approach to a Consolidating Market

Changing Higher Ed

Scaling higher education is no longer a theoretical strategy. As the sector moves deeper into consolidation, institutional leaders need to confront whether their operating models, credential structures, partnerships, and delivery systems are built for the market ahead. In this episode of the , speaks with , about how an entrepreneurial mindset can help higher education respond to consolidation, AI disruption, and changing learner expectations. Drawing from his experience as co-founder of Jiffy Lube International and president of one of the nation’s leading entrepreneurship institutions,...

Why College Presidents Need a Coalition for Civic Preparedness

Changing Higher Ed

Civic preparedness in higher education can no longer be treated as an assumed byproduct of a college education. In this episode of the , speaks with , president of the , about how colleges and universities can rebuild the civic skills students need to navigate disagreement, evaluate credible information, and solve problems across difference. Drawing on his work with college presidents, faculty, employers, and Gen Z leaders, Vinnakota explains why higher education has drifted too far toward a private-good narrative focused almost entirely on jobs and individual outcomes. He makes the case that...

International Enrollment Strategy: Taking Higher Education to the World

Changing Higher Ed

International student enrollment in the United States reached record highs in 2024–2025, followed by a sharp and uneven decline heading into 2025–2026. While top-tier institutions continue to attract global talent, regional and private institutions are facing growing pressure as visa restrictions, geopolitical dynamics, and shifting perceptions of the U.S. reshape the enrollment landscape. In this episode of the , speaks with Executive Director of UC Berkeley’s International House, about how institutions must rethink international enrollment strategy in response to these structural...

Higher Ed Technology Change Management and Digital Transformation

Changing Higher Ed

Higher education's track record with technology change is uneven for a reason, and the reason is rarely the technology. It is whether leadership treats that runs from planning through sustainment, or as a rollout activity bolted on at the end. In this episode of the podcast, speaks with , Chief Strategy Officer at , about why technology projects in higher education succeed or fail on the strength of leadership behavior rather than tooling. Drawing on 23 years working with universities, nonprofits, and foundations, including Stanford and UC Davis, Toguchi explains how the institutions...

Building Workforce Readiness Through Real Startup Experience

Changing Higher Ed

Most institutions offer experiential learning. Few deliver it. The gap between the claim and the outcome is structural, and closing it requires more than a better course design. In this episode of the , speaks with , a for-credit startup incubator operating at eight universities, about what it actually takes to produce the depth of learning that institutions advertise but rarely achieve. Drawing on his experience founding and selling a technology company to Walmart, leading the entrepreneur center at Brigham Young University, and building Sandbox across multiple institutions, Crittenden...

More Episodes

In this episode of the Changing Higher Ed® podcast, Dr. Drumm McNaughton speaks with Dr. Stephen Spinelli, President of Babson College, about how an entrepreneurial mindset can help higher education respond to consolidation, AI disruption, and changing learner expectations.

Drawing from his experience as co-founder of Jiffy Lube International and president of one of the nation’s leading entrepreneurship institutions, Spinelli explains why higher education’s anti-scale culture has become a strategic problem. He argues that demand for learning is growing, but the sector’s delivery model has not kept pace with what students, employers, and adult learners now need.

The conversation covers how AI is changing the economics of small-unit, high-quality education, why credentials are likely to become more modular and measurable, and how partnerships with other institutions and industry will shape the next era of higher education. Spinelli also outlines why strategy must be tied to action, accountability, and institutional values that do not shift with every market signal.

This episode is especially relevant for presidents, boards, and senior leaders working through questions of scale, consolidation, strategic partnerships, AI-enabled learning, and long-term institutional relevance.

Topics Covered

Why higher education is showing classic signs of market consolidation
How anti-scale thinking limits institutional durability and adaptability
Why demand for learning is growing while delivery models lag behind
How agentic AI changes the economics of small-unit education
Why credentials may become smaller, more measurable, and more industry-aligned
How strategic partnerships may extend beyond institutions into corporate and industry networks
Why lifelong learner relationships may become a new revenue and relevance model
How quarterly board-level strategic execution reviews keep institutions accountable
Why liberal arts capabilities matter more in an AI-enabled environment

Real-World Examples Discussed

Jiffy Lube’s early growth model and what it taught Spinelli about scale
Babson’s shift from entrepreneurship to entrepreneurial leadership
Babson’s network of 45 or 46 partner schools building entrepreneurial leadership capacity
A group of seven New England institutions exploring partnership models to save resources
AI-supported teaching models that could allow one expert to reach far more learners
The doctor, lawyer, educator relationship model for lifelong learning

Three Key Takeaways for Higher Education Leadership

Institutions need a crisp and understandable value proposition that clearly explains why they exist and what they believe.
Mission and values must drive strategy so institutions can adapt their actions without abandoning their core purpose.
Strategic plans must be actionable, measurable, and reviewed regularly by the board so they inform decisions instead of sitting unused.

This episode offers a direct look at what higher education leaders need to confront as consolidation, AI, modular learning, and partnership-driven delivery reshape the sector.

Read the transcript: https://changinghighered.com/scaling-higher-education-entrepreneurial-approach/

#HigherEducation #HigherEducationLeadership #HigherEducationPodcast

Topics Covered

Real-World Examples Discussed

TOPICS